Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 203973 |
| Missing cells | 1410888 |
| Missing cells (%) | 32.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 32.7 MiB |
| Average record size in memory | 168.0 B |
Variable types
| NUM | 14 |
|---|---|
| CAT | 6 |
| DATE | 1 |
wind_spd has a high cardinality: 2186 distinct values | High cardinality |
pct_possible has a high cardinality: 102 distinct values | High cardinality |
wind_chill is highly correlated with temp | High correlation |
temp is highly correlated with wind_chill | High correlation |
sta_press is highly correlated with sea_lvl_press and 1 other fields | High correlation |
sea_lvl_press is highly correlated with sta_press and 1 other fields | High correlation |
altimeter_setting is highly correlated with sea_lvl_press and 1 other fields | High correlation |
file_name is highly correlated with site and 1 other fields | High correlation |
site is highly correlated with file_name | High correlation |
year is highly correlated with file_name | High correlation |
dew_pt has 31293 (15.3%) missing values | Missing |
rH has 31361 (15.4%) missing values | Missing |
heat_idx has 200433 (98.3%) missing values | Missing |
wind_chill has 132253 (64.8%) missing values | Missing |
wind_dir has 10967 (5.4%) missing values | Missing |
hr_precip has 152903 (75.0%) missing values | Missing |
snow_depth has 75498 (37.0%) missing values | Missing |
snowfall_3hr has 76765 (37.6%) missing values | Missing |
snowfall_6hr has 77147 (37.8%) missing values | Missing |
snowfall_24hr has 77582 (38.0%) missing values | Missing |
sea_lvl_press has 129512 (63.5%) missing values | Missing |
sta_press has 104548 (51.3%) missing values | Missing |
altimeter_setting has 104548 (51.3%) missing values | Missing |
solar_radiation has 103039 (50.5%) missing values | Missing |
pct_possible has 103039 (50.5%) missing values | Missing |
hr_precip is highly skewed (γ1 = 77.15931459) | Skewed |
snowfall_3hr is highly skewed (γ1 = 42.5850237) | Skewed |
snowfall_6hr is highly skewed (γ1 = 38.03277476) | Skewed |
snowfall_24hr is highly skewed (γ1 = 23.63135992) | Skewed |
hr_precip has 45920 (22.5%) zeros | Zeros |
snow_depth has 10522 (5.2%) zeros | Zeros |
snowfall_3hr has 83847 (41.1%) zeros | Zeros |
snowfall_6hr has 81761 (40.1%) zeros | Zeros |
snowfall_24hr has 78076 (38.3%) zeros | Zeros |
solar_radiation has 51952 (25.5%) zeros | Zeros |
Reproduction
| Analysis started | 2023-01-11 15:47:06.542181 |
|---|---|
| Analysis finished | 2023-01-11 15:47:42.416190 |
| Duration | 35.87 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
dt
Date
| Distinct | 79353 |
|---|---|
| Distinct (%) | 38.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| Minimum | 2007-01-01 00:00:00 |
|---|---|
| Maximum | 2022-12-31 16:00:00 |
Histogram with fixed size bins (bins=50)
| Distinct | 152 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.59389723 |
|---|---|
| Minimum | -49 |
| Maximum | 106 |
| Zeros | 592 |
| Zeros (%) | 0.3% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | -49 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 23 |
| median | 34 |
| Q3 | 50 |
| 95-th percentile | 72 |
| Maximum | 106 |
| Range | 155 |
| Interquartile range (IQR) | 27 |
Descriptive statistics
| Standard deviation | 20.00827821 |
|---|---|
| Coefficient of variation (CV) | 0.5467654369 |
| Kurtosis | 0.04882038782 |
| Mean | 36.59389723 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 0.1567569316 |
| Sum | 7464167 |
| Variance | 400.3311968 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 32 | 5595 | 2.7% | |
| 30 | 5151 | 2.5% | |
| 31 | 5086 | 2.5% | |
| 28 | 5047 | 2.5% | |
| 27 | 4957 | 2.4% | |
| 29 | 4892 | 2.4% | |
| 33 | 4856 | 2.4% | |
| 26 | 4703 | 2.3% | |
| 25 | 4439 | 2.2% | |
| 24 | 4268 | 2.1% | |
| Other values (142) | 154979 | 76.0% |
| Value | Count | Frequency (%) | |
| -49 | 1 | < 0.1% | |
| -48 | 2 | < 0.1% | |
| -47 | 1 | < 0.1% | |
| -45 | 1 | < 0.1% | |
| -44 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 106 | 1 | < 0.1% | |
| 104 | 2 | < 0.1% | |
| 102 | 1 | < 0.1% | |
| 101 | 2 | < 0.1% | |
| 100 | 5 | < 0.1% |
| Distinct | 153 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 31293 |
| Missing (%) | 15.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.25127982 |
|---|---|
| Minimum | -76 |
| Maximum | 101 |
| Zeros | 582 |
| Zeros (%) | 0.3% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | -76 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 18 |
| median | 27 |
| Q3 | 37 |
| 95-th percentile | 49 |
| Maximum | 101 |
| Range | 177 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 15.47150367 |
|---|---|
| Coefficient of variation (CV) | 0.5893618815 |
| Kurtosis | 3.316775538 |
| Mean | 26.25127982 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | -0.9906090565 |
| Sum | 4533071 |
| Variance | 239.3674258 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 26 | 5392 | 2.6% | |
| 28 | 5131 | 2.5% | |
| 24 | 5130 | 2.5% | |
| 30 | 5107 | 2.5% | |
| 25 | 5074 | 2.5% | |
| 32 | 4952 | 2.4% | |
| 23 | 4835 | 2.4% | |
| 20 | 4677 | 2.3% | |
| 22 | 4654 | 2.3% | |
| 21 | 4621 | 2.3% | |
| Other values (143) | 123107 | 60.4% | |
| (Missing) | 31293 | 15.3% |
| Value | Count | Frequency (%) | |
| -76 | 2 | < 0.1% | |
| -75 | 2 | < 0.1% | |
| -74 | 4 | < 0.1% | |
| -73 | 4 | < 0.1% | |
| -72 | 11 | < 0.1% |
| Value | Count | Frequency (%) | |
| 101 | 1 | < 0.1% | |
| 75 | 1 | < 0.1% | |
| 74 | 5 | < 0.1% | |
| 73 | 6 | < 0.1% | |
| 72 | 6 | < 0.1% |
| Distinct | 100 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 31361 |
| Missing (%) | 15.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72.71190879 |
|---|---|
| Minimum | 1 |
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 29 |
| Q1 | 55 |
| median | 80 |
| Q3 | 92 |
| 95-th percentile | 99 |
| Maximum | 100 |
| Range | 99 |
| Interquartile range (IQR) | 37 |
Descriptive statistics
| Standard deviation | 23.10823166 |
|---|---|
| Coefficient of variation (CV) | 0.317805323 |
| Kurtosis | -0.5249556732 |
| Mean | 72.71190879 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | -0.7488090353 |
| Sum | 12550948 |
| Variance | 533.9903703 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 100 | 7118 | 3.5% | |
| 94 | 6113 | 3.0% | |
| 92 | 5921 | 2.9% | |
| 96 | 5830 | 2.9% | |
| 95 | 5681 | 2.8% | |
| 93 | 5440 | 2.7% | |
| 90 | 5007 | 2.5% | |
| 91 | 4838 | 2.4% | |
| 97 | 4722 | 2.3% | |
| 98 | 4118 | 2.0% | |
| Other values (90) | 117824 | 57.8% | |
| (Missing) | 31361 | 15.4% |
| Value | Count | Frequency (%) | |
| 1 | 163 | 0.1% | |
| 2 | 225 | 0.1% | |
| 3 | 183 | 0.1% | |
| 4 | 107 | 0.1% | |
| 5 | 51 | < 0.1% |
| Value | Count | Frequency (%) | |
| 100 | 7118 | 3.5% | |
| 99 | 3389 | 1.7% | |
| 98 | 4118 | 2.0% | |
| 97 | 4722 | 2.3% | |
| 96 | 5830 | 2.9% |
| Distinct | 29 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 200433 |
| Missing (%) | 98.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 82.53700565 |
|---|---|
| Minimum | 78 |
| Maximum | 201 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 78 |
|---|---|
| 5-th percentile | 79 |
| Q1 | 80 |
| median | 82 |
| Q3 | 84 |
| 95-th percentile | 89 |
| Maximum | 201 |
| Range | 123 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.965097524 |
|---|---|
| Coefficient of variation (CV) | 0.04804023957 |
| Kurtosis | 227.5681745 |
| Mean | 82.53700565 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 8.743039208 |
| Sum | 292181 |
| Variance | 15.72199838 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) | |
| 80 | 732 | 0.4% | |
| 81 | 564 | 0.3% | |
| 82 | 432 | 0.2% | |
| 79 | 416 | 0.2% | |
| 83 | 316 | 0.2% | |
| 84 | 256 | 0.1% | |
| 85 | 203 | 0.1% | |
| 86 | 168 | 0.1% | |
| 87 | 113 | 0.1% | |
| 88 | 103 | 0.1% | |
| Other values (19) | 237 | 0.1% | |
| (Missing) | 200433 | 98.3% |
| Value | Count | Frequency (%) | |
| 78 | 43 | < 0.1% | |
| 79 | 416 | 0.2% | |
| 80 | 732 | 0.4% | |
| 81 | 564 | 0.3% | |
| 82 | 432 | 0.2% |
| Value | Count | Frequency (%) | |
| 201 | 1 | < 0.1% | |
| 110 | 1 | < 0.1% | |
| 107 | 1 | < 0.1% | |
| 104 | 4 | < 0.1% | |
| 102 | 2 | < 0.1% |
| Distinct | 112 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 132253 |
| Missing (%) | 64.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.35204964 |
|---|---|
| Minimum | -70 |
| Maximum | 42 |
| Zeros | 798 |
| Zeros (%) | 0.4% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | -70 |
|---|---|
| 5-th percentile | -14 |
| Q1 | 8 |
| median | 17 |
| Q3 | 26 |
| 95-th percentile | 37 |
| Maximum | 42 |
| Range | 112 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 15.94270288 |
|---|---|
| Coefficient of variation (CV) | 1.038473901 |
| Kurtosis | 2.301358773 |
| Mean | 15.35204964 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | -1.173803657 |
| Sum | 1101049 |
| Variance | 254.1697751 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 16 | 2544 | 1.2% | |
| 19 | 2479 | 1.2% | |
| 18 | 2335 | 1.1% | |
| 21 | 2270 | 1.1% | |
| 22 | 2254 | 1.1% | |
| 14 | 2229 | 1.1% | |
| 24 | 2107 | 1.0% | |
| 11 | 2009 | 1.0% | |
| 10 | 2007 | 1.0% | |
| 13 | 1929 | 0.9% | |
| Other values (102) | 49557 | 24.3% | |
| (Missing) | 132253 | 64.8% |
| Value | Count | Frequency (%) | |
| -70 | 4 | < 0.1% | |
| -69 | 4 | < 0.1% | |
| -68 | 4 | < 0.1% | |
| -67 | 3 | < 0.1% | |
| -66 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 42 | 163 | 0.1% | |
| 41 | 479 | 0.2% | |
| 40 | 442 | 0.2% | |
| 39 | 1112 | 0.5% | |
| 38 | 1029 | 0.5% |
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 10967 |
| Missing (%) | 5.4% |
| Memory size | 1.6 MiB |
| WSW | |
|---|---|
| SW | |
| SSW | |
| NW | |
| WNW | |
| Other values (11) |
| Value | Count | Frequency (%) | |
| WSW | 36888 | 18.1% | |
| SW | 34848 | 17.1% | |
| SSW | 19673 | 9.6% | |
| NW | 17057 | 8.4% | |
| WNW | 13352 | 6.5% | |
| W | 12620 | 6.2% | |
| S | 8676 | 4.3% | |
| NE | 7518 | 3.7% | |
| NNE | 7349 | 3.6% | |
| NNW | 7046 | 3.5% | |
| Other values (6) | 27979 | 13.7% | |
| (Missing) | 10967 | 5.4% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.359964309 |
| Min length | 1 |
| Distinct | 2186 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| 0G0 | 5369 |
|---|---|
| 1G4 | 5353 |
| 1G3 | 4677 |
| 1G5 | 3633 |
| 2G6 | 3500 |
| Other values (2181) |
| Value | Count | Frequency (%) | |
| 0G0 | 5369 | 2.6% | |
| 1G4 | 5353 | 2.6% | |
| 1G3 | 4677 | 2.3% | |
| 1G5 | 3633 | 1.8% | |
| 2G6 | 3500 | 1.7% | |
| 2G7 | 3434 | 1.7% | |
| 2G5 | 3203 | 1.6% | |
| 0G2 | 3195 | 1.6% | |
| 2G8 | 2850 | 1.4% | |
| 3G8 | 2669 | 1.3% | |
| Other values (2176) | 166090 | 81.4% |
Frequencies of value counts
Unique
| Unique | 693 ? |
|---|---|
| Unique (%) | 0.3% |
Histogram of lengths of the category
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 3.929485765 |
| Min length | 1 |
| Distinct | 50 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 152903 |
| Missing (%) | 75.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.005847464265 |
|---|---|
| Minimum | 0 |
| Maximum | 19.58 |
| Zeros | 45920 |
| Zeros (%) | 22.5% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.02 |
| Maximum | 19.58 |
| Range | 19.58 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1995774027 |
|---|---|
| Coefficient of variation (CV) | 34.13058955 |
| Kurtosis | 6392.244838 |
| Mean | 0.005847464265 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 77.15931459 |
| Sum | 298.63 |
| Variance | 0.03983113967 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 45920 | 22.5% | |
| 0.01 | 2342 | 1.1% | |
| 0.02 | 980 | 0.5% | |
| 0.03 | 531 | 0.3% | |
| 0.04 | 377 | 0.2% | |
| 0.05 | 255 | 0.1% | |
| 0.06 | 190 | 0.1% | |
| 0.07 | 105 | 0.1% | |
| 0.08 | 82 | < 0.1% | |
| 0.09 | 68 | < 0.1% | |
| Other values (40) | 220 | 0.1% | |
| (Missing) | 152903 | 75.0% |
| Value | Count | Frequency (%) | |
| 0 | 45920 | 22.5% | |
| 0.01 | 2342 | 1.1% | |
| 0.02 | 980 | 0.5% | |
| 0.03 | 531 | 0.3% | |
| 0.04 | 377 | 0.2% |
| Value | Count | Frequency (%) | |
| 19.58 | 1 | < 0.1% | |
| 17.75 | 1 | < 0.1% | |
| 17.53 | 1 | < 0.1% | |
| 16.48 | 1 | < 0.1% | |
| 15.64 | 1 | < 0.1% |
| Distinct | 1178 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 75498 |
| Missing (%) | 37.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.66734306 |
|---|---|
| Minimum | 0 |
| Maximum | 495.5 |
| Zeros | 10522 |
| Zeros (%) | 5.2% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4.4 |
| median | 12.8 |
| Q3 | 38.6 |
| 95-th percentile | 77.9 |
| Maximum | 495.5 |
| Range | 495.5 |
| Interquartile range (IQR) | 34.2 |
Descriptive statistics
| Standard deviation | 26.87865895 |
|---|---|
| Coefficient of variation (CV) | 1.089645483 |
| Kurtosis | 5.692131014 |
| Mean | 24.66734306 |
| Median Absolute Deviation (MAD) | 11.5 |
| Skewness | 1.5359546 |
| Sum | 3169136.9 |
| Variance | 722.462307 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 10522 | 5.2% | |
| 0.1 | 1248 | 0.6% | |
| 0.3 | 1059 | 0.5% | |
| 0.2 | 881 | 0.4% | |
| 0.4 | 678 | 0.3% | |
| 2.5 | 670 | 0.3% | |
| 4.3 | 588 | 0.3% | |
| 4 | 579 | 0.3% | |
| 4.4 | 561 | 0.3% | |
| 4.2 | 557 | 0.3% | |
| Other values (1168) | 111132 | 54.5% | |
| (Missing) | 75498 | 37.0% |
| Value | Count | Frequency (%) | |
| 0 | 10522 | 5.2% | |
| 0.1 | 1248 | 0.6% | |
| 0.2 | 881 | 0.4% | |
| 0.3 | 1059 | 0.5% | |
| 0.4 | 678 | 0.3% |
| Value | Count | Frequency (%) | |
| 495.5 | 1 | < 0.1% | |
| 479.6 | 1 | < 0.1% | |
| 452 | 1 | < 0.1% | |
| 443.7 | 1 | < 0.1% | |
| 424.3 | 1 | < 0.1% |
| Distinct | 389 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 76765 |
| Missing (%) | 37.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4944610402 |
|---|---|
| Minimum | 0 |
| Maximum | 407.4 |
| Zeros | 83847 |
| Zeros (%) | 41.1% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.2 |
| 95-th percentile | 1.9 |
| Maximum | 407.4 |
| Range | 407.4 |
| Interquartile range (IQR) | 0.2 |
Descriptive statistics
| Standard deviation | 4.743690728 |
|---|---|
| Coefficient of variation (CV) | 9.593659242 |
| Kurtosis | 2543.494672 |
| Mean | 0.4944610402 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 42.5850237 |
| Sum | 62899.4 |
| Variance | 22.50260172 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 83847 | 41.1% | |
| 0.1 | 8035 | 3.9% | |
| 0.2 | 5529 | 2.7% | |
| 0.3 | 4002 | 2.0% | |
| 0.4 | 3286 | 1.6% | |
| 0.5 | 2523 | 1.2% | |
| 0.6 | 2090 | 1.0% | |
| 0.7 | 1827 | 0.9% | |
| 0.8 | 1626 | 0.8% | |
| 0.9 | 1266 | 0.6% | |
| Other values (379) | 13177 | 6.5% | |
| (Missing) | 76765 | 37.6% |
| Value | Count | Frequency (%) | |
| 0 | 83847 | 41.1% | |
| 0.1 | 8035 | 3.9% | |
| 0.2 | 5529 | 2.7% | |
| 0.3 | 4002 | 2.0% | |
| 0.4 | 3286 | 1.6% |
| Value | Count | Frequency (%) | |
| 407.4 | 1 | < 0.1% | |
| 401.6 | 1 | < 0.1% | |
| 398.5 | 1 | < 0.1% | |
| 383 | 1 | < 0.1% | |
| 379.2 | 1 | < 0.1% |
| Distinct | 433 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 77147 |
| Missing (%) | 37.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6838818539 |
|---|---|
| Minimum | 0 |
| Maximum | 495.5 |
| Zeros | 81761 |
| Zeros (%) | 40.1% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.3 |
| 95-th percentile | 2.6 |
| Maximum | 495.5 |
| Range | 495.5 |
| Interquartile range (IQR) | 0.3 |
Descriptive statistics
| Standard deviation | 6.255344767 |
|---|---|
| Coefficient of variation (CV) | 9.146820802 |
| Kurtosis | 1986.370717 |
| Mean | 0.6838818539 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 38.03277476 |
| Sum | 86734 |
| Variance | 39.12933815 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 81761 | 40.1% | |
| 0.1 | 6391 | 3.1% | |
| 0.2 | 4720 | 2.3% | |
| 0.3 | 3584 | 1.8% | |
| 0.4 | 3050 | 1.5% | |
| 0.5 | 2407 | 1.2% | |
| 0.6 | 2162 | 1.1% | |
| 0.7 | 1861 | 0.9% | |
| 0.8 | 1708 | 0.8% | |
| 0.9 | 1418 | 0.7% | |
| Other values (423) | 17764 | 8.7% | |
| (Missing) | 77147 | 37.8% |
| Value | Count | Frequency (%) | |
| 0 | 81761 | 40.1% | |
| 0.1 | 6391 | 3.1% | |
| 0.2 | 4720 | 2.3% | |
| 0.3 | 3584 | 1.8% | |
| 0.4 | 3050 | 1.5% |
| Value | Count | Frequency (%) | |
| 495.5 | 1 | < 0.1% | |
| 479.6 | 1 | < 0.1% | |
| 424.3 | 1 | < 0.1% | |
| 410.6 | 1 | < 0.1% | |
| 399.8 | 1 | < 0.1% |
| Distinct | 451 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 77582 |
| Missing (%) | 38.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.132665301 |
|---|---|
| Minimum | 0 |
| Maximum | 487.1 |
| Zeros | 78076 |
| Zeros (%) | 38.3% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.7 |
| 95-th percentile | 4.5 |
| Maximum | 487.1 |
| Range | 487.1 |
| Interquartile range (IQR) | 0.7 |
Descriptive statistics
| Standard deviation | 7.181039728 |
|---|---|
| Coefficient of variation (CV) | 6.339948549 |
| Kurtosis | 816.2880054 |
| Mean | 1.132665301 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 23.63135992 |
| Sum | 143158.7 |
| Variance | 51.56733158 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 78076 | 38.3% | |
| 0.1 | 3817 | 1.9% | |
| 0.2 | 3302 | 1.6% | |
| 0.3 | 2857 | 1.4% | |
| 0.4 | 2594 | 1.3% | |
| 0.5 | 2085 | 1.0% | |
| 0.6 | 1903 | 0.9% | |
| 0.7 | 1778 | 0.9% | |
| 0.8 | 1686 | 0.8% | |
| 0.9 | 1369 | 0.7% | |
| Other values (441) | 26924 | 13.2% | |
| (Missing) | 77582 | 38.0% |
| Value | Count | Frequency (%) | |
| 0 | 78076 | 38.3% | |
| 0.1 | 3817 | 1.9% | |
| 0.2 | 3302 | 1.6% | |
| 0.3 | 2857 | 1.4% | |
| 0.4 | 2594 | 1.3% |
| Value | Count | Frequency (%) | |
| 487.1 | 1 | < 0.1% | |
| 443.3 | 1 | < 0.1% | |
| 418.3 | 1 | < 0.1% | |
| 393.4 | 1 | < 0.1% | |
| 382.9 | 1 | < 0.1% |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| SNSLP | |
|---|---|
| JVEMT | |
| S11MT | |
| MRPMT | |
| SH7MT |
| Value | Count | Frequency (%) | |
| SNSLP | 75498 | 37.0% | |
| JVEMT | 26167 | 12.8% | |
| S11MT | 26048 | 12.8% | |
| MRPMT | 25744 | 12.6% | |
| SH7MT | 25612 | 12.6% | |
| SH4MT | 24904 | 12.2% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
| Distinct | 34 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| SNSLP-2016.html | 8764 |
|---|---|
| JVEMT-2020.html | 8724 |
| S11MT-2020.html | 8710 |
| SNSLP-2017.html | 8558 |
| MRPMT-2020.html | 8362 |
| Other values (29) |
| Value | Count | Frequency (%) | |
| SNSLP-2016.html | 8764 | 4.3% | |
| JVEMT-2020.html | 8724 | 4.3% | |
| S11MT-2020.html | 8710 | 4.3% | |
| SNSLP-2017.html | 8558 | 4.2% | |
| MRPMT-2020.html | 8362 | 4.1% | |
| SH7MT-2020.html | 8324 | 4.1% | |
| SH7MT-2022.html | 8321 | 4.1% | |
| MRPMT-2022.html | 8320 | 4.1% | |
| JVEMT-2022.html | 8314 | 4.1% | |
| S11MT-2022.html | 8230 | 4.0% | |
| Other values (24) | 119346 | 58.5% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 15 |
|---|---|
| Median length | 15 |
| Mean length | 15 |
| Min length | 15 |
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| 2020 | |
|---|---|
| 2022 | |
| 2021 | |
| 2019 | |
| 2016 | |
| Other values (9) |
| Value | Count | Frequency (%) | |
| 2020 | 49692 | 24.4% | |
| 2022 | 48814 | 23.9% | |
| 2021 | 42086 | 20.6% | |
| 2019 | 16560 | 8.1% | |
| 2016 | 8764 | 4.3% | |
| 2017 | 8558 | 4.2% | |
| 2018 | 7139 | 3.5% | |
| 2008 | 6214 | 3.0% | |
| 2007 | 5591 | 2.7% | |
| 2014 | 3536 | 1.7% | |
| Other values (4) | 7019 | 3.4% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
| Distinct | 13939 |
|---|---|
| Distinct (%) | 18.7% |
| Missing | 129512 |
| Missing (%) | 63.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 969.3133442 |
|---|---|
| Minimum | 21 |
| Maximum | 1193.98 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 21 |
|---|---|
| 5-th percentile | 775.44 |
| Q1 | 968.93 |
| median | 1012.43 |
| Q3 | 1023.76 |
| 95-th percentile | 1078.14 |
| Maximum | 1193.98 |
| Range | 1172.98 |
| Interquartile range (IQR) | 54.83 |
Descriptive statistics
| Standard deviation | 103.3706377 |
|---|---|
| Coefficient of variation (CV) | 0.1066431596 |
| Kurtosis | 0.05560112754 |
| Mean | 969.3133442 |
| Median Absolute Deviation (MAD) | 14.75 |
| Skewness | -1.148955857 |
| Sum | 72176040.92 |
| Variance | 10685.48873 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1015.46 | 97 | < 0.1% | |
| 1015.12 | 80 | < 0.1% | |
| 1011.92 | 73 | < 0.1% | |
| 1015.8 | 70 | < 0.1% | |
| 1019 | 67 | < 0.1% | |
| 1016 | 67 | < 0.1% | |
| 1017.48 | 65 | < 0.1% | |
| 1018.16 | 65 | < 0.1% | |
| 1012.26 | 62 | < 0.1% | |
| 1017.89 | 61 | < 0.1% | |
| Other values (13929) | 73754 | 36.2% | |
| (Missing) | 129512 | 63.5% |
| Value | Count | Frequency (%) | |
| 21 | 1 | < 0.1% | |
| 50.49 | 1 | < 0.1% | |
| 70.08 | 1 | < 0.1% | |
| 137.38 | 1 | < 0.1% | |
| 156.67 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1193.98 | 1 | < 0.1% | |
| 1185.13 | 1 | < 0.1% | |
| 1183.74 | 1 | < 0.1% | |
| 1182.99 | 1 | < 0.1% | |
| 1177.37 | 1 | < 0.1% |
| Distinct | 537 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 104548 |
| Missing (%) | 51.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.68769666 |
|---|---|
| Minimum | 0 |
| Maximum | 25.71 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 17.79 |
| Q1 | 22.9 |
| median | 23.2 |
| Q3 | 24.53 |
| 95-th percentile | 24.88 |
| Maximum | 25.71 |
| Range | 25.71 |
| Interquartile range (IQR) | 1.63 |
Descriptive statistics
| Standard deviation | 2.347370415 |
|---|---|
| Coefficient of variation (CV) | 0.1034644658 |
| Kurtosis | 0.4917023691 |
| Mean | 22.68769666 |
| Median Absolute Deviation (MAD) | 1.12 |
| Skewness | -1.326638013 |
| Sum | 2255724.24 |
| Variance | 5.510147864 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 23.17 | 1761 | 0.9% | |
| 23.14 | 1725 | 0.8% | |
| 23.1 | 1496 | 0.7% | |
| 23.2 | 1487 | 0.7% | |
| 23.07 | 1476 | 0.7% | |
| 23.27 | 1410 | 0.7% | |
| 23.24 | 1394 | 0.7% | |
| 23.04 | 1350 | 0.7% | |
| 23.31 | 1186 | 0.6% | |
| 17.89 | 1152 | 0.6% | |
| Other values (527) | 84988 | 41.7% | |
| (Missing) | 104548 | 51.3% |
| Value | Count | Frequency (%) | |
| 0 | 2 | < 0.1% | |
| 17.37 | 3 | < 0.1% | |
| 17.38 | 1 | < 0.1% | |
| 17.39 | 2 | < 0.1% | |
| 17.4 | 5 | < 0.1% |
| Value | Count | Frequency (%) | |
| 25.71 | 1 | < 0.1% | |
| 25.7 | 2 | < 0.1% | |
| 25.67 | 2 | < 0.1% | |
| 25.66 | 1 | < 0.1% | |
| 25.57 | 1 | < 0.1% |
| Distinct | 691 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 104548 |
| Missing (%) | 51.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.88638672 |
|---|---|
| Minimum | 0 |
| Maximum | 33.35 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 23.07 |
| Q1 | 29.66 |
| median | 29.96 |
| Q3 | 30.15 |
| 95-th percentile | 31.47 |
| Maximum | 33.35 |
| Range | 33.35 |
| Interquartile range (IQR) | 0.49 |
Descriptive statistics
| Standard deviation | 2.690465918 |
|---|---|
| Coefficient of variation (CV) | 0.09313957968 |
| Kurtosis | 0.974998366 |
| Mean | 28.88638672 |
| Median Absolute Deviation (MAD) | 0.22 |
| Skewness | -1.557833259 |
| Sum | 2872029 |
| Variance | 7.238606856 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 30.02 | 1503 | 0.7% | |
| 30.06 | 1476 | 0.7% | |
| 30.04 | 1475 | 0.7% | |
| 30.03 | 1447 | 0.7% | |
| 29.99 | 1421 | 0.7% | |
| 30.01 | 1395 | 0.7% | |
| 30.05 | 1362 | 0.7% | |
| 30 | 1338 | 0.7% | |
| 30.08 | 1327 | 0.7% | |
| 29.97 | 1317 | 0.6% | |
| Other values (681) | 85364 | 41.9% | |
| (Missing) | 104548 | 51.3% |
| Value | Count | Frequency (%) | |
| 0 | 2 | < 0.1% | |
| 22.53 | 3 | < 0.1% | |
| 22.55 | 1 | < 0.1% | |
| 22.56 | 2 | < 0.1% | |
| 22.57 | 5 | < 0.1% |
| Value | Count | Frequency (%) | |
| 33.35 | 1 | < 0.1% | |
| 33.33 | 2 | < 0.1% | |
| 33.3 | 2 | < 0.1% | |
| 33.29 | 1 | < 0.1% | |
| 33.17 | 1 | < 0.1% |
| Distinct | 990 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 103039 |
| Missing (%) | 50.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 127.3597301 |
|---|---|
| Minimum | 0 |
| Maximum | 1067 |
| Zeros | 51952 |
| Zeros (%) | 25.5% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 165 |
| 95-th percentile | 664 |
| Maximum | 1067 |
| Range | 1067 |
| Interquartile range (IQR) | 165 |
Descriptive statistics
| Standard deviation | 217.6020009 |
|---|---|
| Coefficient of variation (CV) | 1.708562045 |
| Kurtosis | 2.623684614 |
| Mean | 127.3597301 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.882608122 |
| Sum | 12854927 |
| Variance | 47350.63079 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 51952 | 25.5% | |
| 2 | 401 | 0.2% | |
| 3 | 375 | 0.2% | |
| 5 | 349 | 0.2% | |
| 4 | 346 | 0.2% | |
| 1 | 344 | 0.2% | |
| 6 | 323 | 0.2% | |
| 11 | 313 | 0.2% | |
| 8 | 291 | 0.1% | |
| 9 | 291 | 0.1% | |
| Other values (980) | 45949 | 22.5% | |
| (Missing) | 103039 | 50.5% |
| Value | Count | Frequency (%) | |
| 0 | 51952 | 25.5% | |
| 1 | 344 | 0.2% | |
| 2 | 401 | 0.2% | |
| 3 | 375 | 0.2% | |
| 4 | 346 | 0.2% |
| Value | Count | Frequency (%) | |
| 1067 | 1 | < 0.1% | |
| 1056 | 1 | < 0.1% | |
| 1024 | 1 | < 0.1% | |
| 1020 | 2 | < 0.1% | |
| 1009 | 1 | < 0.1% |
| Distinct | 102 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 103039 |
| Missing (%) | 50.5% |
| Memory size | 1.6 MiB |
| -- | |
|---|---|
| 100 % | 1271 |
| 8 % | 976 |
| 10 % | 966 |
| 9 % | 946 |
| Other values (97) |
| Value | Count | Frequency (%) | |
| -- | 51952 | 25.5% | |
| 100 % | 1271 | 0.6% | |
| 8 % | 976 | 0.5% | |
| 10 % | 966 | 0.5% | |
| 9 % | 946 | 0.5% | |
| 11 % | 941 | 0.5% | |
| 5 % | 937 | 0.5% | |
| 13 % | 924 | 0.5% | |
| 7 % | 880 | 0.4% | |
| 17 % | 870 | 0.4% | |
| Other values (92) | 40271 | 19.7% | |
| (Missing) | 103039 | 50.5% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 2.958469994 |
| Min length | 2 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| dt | temp | dew_pt | rH | heat_idx | wind_chill | wind_dir | wind_spd | hr_precip | snow_depth | snowfall_3hr | snowfall_6hr | snowfall_24hr | site | file_name | year | sea_lvl_press | sta_press | altimeter_setting | solar_radiation | pct_possible | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2022-12-23 04:00:00 | -25.0 | -31.0 | 72.0 | NaN | NaN | ESE | 1G4 | 0.0 | 12.6 | 0.1 | 0.1 | 0.3 | JVEMT | JVEMT-2022.html | 2022 | NaN | NaN | NaN | NaN | NaN |
| 1 | 2022-12-23 03:00:00 | -26.0 | -32.0 | 72.0 | NaN | NaN | ESE | 1G3 | 0.0 | 12.6 | 0.1 | 0.1 | 0.4 | JVEMT | JVEMT-2022.html | 2022 | NaN | NaN | NaN | NaN | NaN |
| 2 | 2022-12-23 02:00:00 | -27.0 | -33.0 | 71.0 | NaN | NaN | ESE | 1G4 | 0.0 | 12.5 | 0.1 | 0.0 | 0.3 | JVEMT | JVEMT-2022.html | 2022 | NaN | NaN | NaN | NaN | NaN |
| 3 | 2022-12-23 01:00:00 | -28.0 | -34.0 | 72.0 | NaN | NaN | ESE | 2G5 | 0.0 | 12.5 | 0.0 | 0.0 | 0.2 | JVEMT | JVEMT-2022.html | 2022 | NaN | NaN | NaN | NaN | NaN |
| 4 | 2022-12-23 00:00:00 | -29.0 | -35.0 | 71.0 | NaN | NaN | ESE | 2G4 | 0.0 | 12.5 | 0.0 | 0.0 | 0.2 | JVEMT | JVEMT-2022.html | 2022 | NaN | NaN | NaN | NaN | NaN |
| 5 | 2022-12-22 23:00:00 | -28.0 | -34.0 | 71.0 | NaN | NaN | E | 2G5 | 0.0 | 12.4 | 0.0 | 0.0 | 0.0 | JVEMT | JVEMT-2022.html | 2022 | NaN | NaN | NaN | NaN | NaN |
| 6 | 2022-12-22 22:00:00 | -28.0 | -34.0 | 71.0 | NaN | NaN | ESE | 2G5 | 0.0 | 12.5 | 0.0 | 0.0 | 0.2 | JVEMT | JVEMT-2022.html | 2022 | NaN | NaN | NaN | NaN | NaN |
| 7 | 2022-12-22 21:00:00 | -28.0 | -34.0 | 72.0 | NaN | NaN | ESE | 2G4 | 0.0 | 12.5 | 0.0 | 0.1 | 0.0 | JVEMT | JVEMT-2022.html | 2022 | NaN | NaN | NaN | NaN | NaN |
| 8 | 2022-12-22 20:00:00 | -27.0 | -33.0 | 73.0 | NaN | NaN | ESE | 2G4 | 0.0 | 12.6 | 0.1 | 0.5 | 0.2 | JVEMT | JVEMT-2022.html | 2022 | NaN | NaN | NaN | NaN | NaN |
| 9 | 2022-12-22 19:00:00 | -26.0 | -32.0 | 73.0 | NaN | NaN | SE | 1G5 | 0.0 | 12.5 | 0.0 | 0.7 | 0.1 | JVEMT | JVEMT-2022.html | 2022 | NaN | NaN | NaN | NaN | NaN |
Last rows
| dt | temp | dew_pt | rH | heat_idx | wind_chill | wind_dir | wind_spd | hr_precip | snow_depth | snowfall_3hr | snowfall_6hr | snowfall_24hr | site | file_name | year | sea_lvl_press | sta_press | altimeter_setting | solar_radiation | pct_possible | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 203963 | 2022-01-01 09:00:00 | 0.0 | NaN | NaN | NaN | -22.0 | S | 20G38 | NaN | 38.1 | 0.0 | 0.0 | NaN | MRPMT | MRPMT-2022.html | 2022 | NaN | 24.62 | 29.85 | NaN | NaN |
| 203964 | 2022-01-01 08:00:00 | -1.0 | NaN | NaN | NaN | -24.0 | S | 21G37 | NaN | 38.3 | 0.0 | 0.0 | NaN | MRPMT | MRPMT-2022.html | 2022 | NaN | 24.60 | 29.83 | NaN | NaN |
| 203965 | 2022-01-01 07:00:00 | -1.0 | NaN | NaN | NaN | -24.0 | S | 21G34 | NaN | 39.2 | 0.0 | 0.0 | NaN | MRPMT | MRPMT-2022.html | 2022 | NaN | 24.60 | 29.83 | NaN | NaN |
| 203966 | 2022-01-01 06:00:00 | -1.0 | NaN | NaN | NaN | -24.0 | S | 22G33 | NaN | 38.8 | 0.0 | 0.0 | NaN | MRPMT | MRPMT-2022.html | 2022 | NaN | 24.60 | 29.82 | NaN | NaN |
| 203967 | 2022-01-01 05:00:00 | -1.0 | NaN | NaN | NaN | -25.0 | SSE | 24G35 | NaN | 39.7 | 0.0 | 0.0 | NaN | MRPMT | MRPMT-2022.html | 2022 | NaN | 24.59 | 29.81 | NaN | NaN |
| 203968 | 2022-01-01 04:00:00 | -4.0 | NaN | NaN | NaN | -26.0 | S | 18G31 | NaN | 40.8 | 0.1 | 0.0 | NaN | MRPMT | MRPMT-2022.html | 2022 | NaN | 24.60 | 29.82 | NaN | NaN |
| 203969 | 2022-01-01 03:00:00 | -5.0 | NaN | NaN | NaN | -26.0 | S | 15G21 | NaN | 41.5 | 0.5 | 0.3 | NaN | MRPMT | MRPMT-2022.html | 2022 | NaN | 24.59 | 29.81 | NaN | NaN |
| 203970 | 2022-01-01 02:00:00 | -3.0 | NaN | NaN | NaN | -23.0 | SSW | 15G25 | NaN | 40.9 | 0.0 | 0.4 | NaN | MRPMT | MRPMT-2022.html | 2022 | NaN | 24.59 | 29.81 | NaN | NaN |
| 203971 | 2022-01-01 01:00:00 | -4.0 | NaN | NaN | NaN | -22.0 | SW | 12G19 | NaN | 40.7 | 0.0 | 1.0 | NaN | MRPMT | MRPMT-2022.html | 2022 | NaN | 24.57 | 29.79 | NaN | NaN |
| 203972 | 2022-01-01 00:00:00 | -7.0 | NaN | NaN | NaN | -26.0 | SSW | 12G20 | NaN | 41.0 | 0.0 | 2.0 | NaN | MRPMT | MRPMT-2022.html | 2022 | NaN | 24.57 | 29.79 | NaN | NaN |